João Mendes-Moreira

发表

Energy Efficient Smartphone-Based Users Activity Classification

João M. P. Cardoso, Ricardo M. C. Magalhães, João Mendes-Moreira, 2019, EPIA.

CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers

Carlos Soares, João Mendes-Moreira, Fábio Pinto, 2016, ECML/PKDD.

Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models

Luís Paulo Reis, Daniel Castro Silva, Pedro Abreu, 2013, Int. J. Comput. Intell. Syst..

An online learning framework for predicting the taxi stand's profitability

João Gama, Michel Ferreira, Luís Moreira-Matias, 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

An online recommendation system for the taxi stand choice problem (Poster)

João Gama, Ricardo Fernandes, Michel Ferreira, 2012, 2012 IEEE Vehicular Networking Conference (VNC).

Mining Frequent Distributions in Time Series

João Mendes-Moreira, Cláudio Rebelo de Sá, José Carlos Coutinho, 2019, IDEAL.

Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders

Inês Sousa, João Mendes-Moreira, Diana Gomes, 2019, Sensors.

Predicting Taxi–Passenger Demand Using Streaming Data

João Gama, Michel Ferreira, Luís Moreira-Matias, 2013, IEEE Transactions on Intelligent Transportation Systems.

An online learning approach to eliminate Bus Bunching in real-time

Oded Cats, João Mendes-Moreira, Jorge Freire de Sousa, 2016, Appl. Soft Comput..

Underground Train Tracking using Mobile Phone Accelerometer Data

João Mendes-Moreira, Yassine Baghoussi, Nuno Moniz, 2020, 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC).

A Framework for Analytical Approaches to Combine Interpretable Models

João Mendes-Moreira, Carlos Soares, Pedro Strecht, 2018, SIMBig.

Improving a simulated soccer team's performance through a Memory-Based Collaborative Filtering approach

Daniel Castro Silva, Fernando Almeida, Pedro Abreu, 2014, Appl. Soft Comput..

The Effect of Varying Parameters and Focusing on Bus Travel Time Prediction

Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, 2009, PAKDD.

On Learning from Taxi GPS Traces (Preamble)

João Mendes-Moreira, Luís Moreira-Matias, 2015, DC@PKDD/ECML.

Embedding Traffic Network Characteristics Using Tensor for Improved Traffic Prediction

Manish Bhanu, João Mendes-Moreira, Joydeep Chandra, 2021, IEEE Transactions on Intelligent Transportation Systems.

Integrating a National Network of Institutional Repositories into the National/International Research Management Ecosystem

Fernando Ribeiro, João Mendes-Moreira, Cátia Laranjeira, 2016, CRIS.

A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition pdf

André Carlos Ponce de Leon Ferreira de Carvalho, João M. P. Cardoso, João Mendes-Moreira, 2018, ArXiv.

autoBagging: Learning to Rank Bagging Workflows with Metalearning

João Mendes-Moreira, Fábio Pinto, Carlos Soares, 2017, AutoML@PKDD/ECML.

On Recommending Urban Hotspots to Find Our Next Passenger

Ricardo Fernandes, Michel Ferreira, João Mendes-Moreira, 2013, UDM@IJCAI.

Reliability metrics for the evaluation of the schedule plan in public transportation

João Mendes-Moreira, Jorge Freire de Sousa, João Gama, 2015 .

Improving Mass Transit Operations by Using AVL-Based Systems: A Survey

João Gama, Luís Moreira-Matias, João Mendes-Moreira, 2015, IEEE Transactions on Intelligent Transportation Systems.

Unsupervised Domain Adaptation for Human Activity Recognition

André Carlos Ponce de Leon Ferreira de Carvalho, João Mendes-Moreira, Paulo Barbosa, 2018, IDEAL.

An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time

João Mendes-Moreira, Jorge Freire de Sousa, Luís Moreira-Matias, 2014, IDA.

Improving Human Activity Classification through Online Semi-Supervised Learning

João Mendes-Moreira, Hugo Louro Cardoso, 2016, STREAMEVOLV@ECML-PKDD.

Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach

Carlos Soares, Alípio Mário Jorge, João Mendes-Moreira, 2009, MLDM.

Online Failure Prevention from Connected Heating Systems

João Mendes-Moreira, Manuel Mourato, Tânia Correia, 2016, STREAMEVOLV@ECML-PKDD.

Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules

Alípio Mário Jorge, João Mendes-Moreira, Paulo J. Azevedo, 2012, IDA.

A Study on Hyperparameter Configuration for Human Activity Recognition

André Carlos Ponce de Leon Ferreira de Carvalho, João M. P. Cardoso, João Mendes-Moreira, 2019, SOCO.

Enhancing traffic model of big cities: Network skeleton & reciprocity

Manish Bhanu, João Mendes-Moreira, Joydeep Chandra, 2018, 2018 10th International Conference on Communication Systems & Networks (COMSNETS).

Ensemble Clustering for Novelty Detection in Data Streams

Charu C. Aggarwal, André Carlos Ponce de Leon Ferreira de Carvalho, Elaine Ribeiro de Faria, 2019, DS.

On Predicting the Taxi-Passenger Demand: A Real-Time Approach

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2013, EPIA.

Bus Bunching Detection by Mining Sequences of Headway Deviations

Carlos Abreu Ferreira, João Mendes-Moreira, Jorge Freire de Sousa, 2012, ICDM.

kNN Prototyping Schemes for Embedded Human Activity Recognition with Online Learning

Paulo Ferreira, João M. P. Cardoso, João Mendes-Moreira, 2020, Comput..

A Cluster-Based Prototype Reduction for Online Classification

André Carlos Ponce de Leon Ferreira de Carvalho, João Mendes-Moreira, Kemilly Dearo Garcia, 2018, IDEAL.

Impact of Genealogical Features in Transthyretin Familial Amyloid Polyneuropathy Age of Onset Prediction

Alípio Mário Jorge, João Mendes-Moreira, Teresa Coelho, 2018, PACBB.

On learning from taxi-GPS traces

João Mendes-Moreira, Luis Moreira-Matias, 2015 .

Monitoring Clusters in the Telecom Industry

João Mendes-Moreira, Gonçalo Pereira, 2016, WorldCIST.

A Framework To Decompose And Develop Metafeatures

Fábio Pinto, Carlos Soares, João Mendes-Moreira, 2014, MetaSel@ECAI.

Ensemble approaches for regression: A survey

Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, 2012, CSUR.

On-farm conservation and participatory maize breeding in Portugal; lessons learnt and future perspectives.

Véronique Chable, João Mendes-Moreira, E. Lammerts Van Bueren, 2010 .

Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix

Pavel Brazdil, João Mendes-Moreira, Luís Moreira-Matias, 2012, MLDM.

Improving the accuracy of long-term travel time prediction using heterogeneous ensembles

Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, 2015, Neurocomputing.

Generalizing Knowledge in Decentralized Rule-Based Models

João Mendes-Moreira, Carlos Soares, Pedro Strecht, 2018, DMLE/IOTSTREAMING@PKDD/ECML.

Pruning Bagging Ensembles with Metalearning

João Mendes-Moreira, Fábio Pinto, Carlos Soares, 2015, MCS.

Validation of both number and coverage of bus schedules using AVL data

João Mendes-Moreira, Jorge Freire de Sousa, João Gama, 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

Reconciling Predictions in the Regression Setting: An Application to Bus Travel Time Prediction

João Mendes-Moreira, Mitra Baratchi, 2020, IDA.

Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques

Carlos Abreu Ferreira, João Mendes-Moreira, Rosana Cavalcante de Oliveira, 2018, WorldCIST.

Comparing state-of-the-art regression methods for long term travel time prediction

Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, 2012, Intell. Data Anal..

Merging Decision Trees: A Case Study in Predicting Student Performance

João Mendes-Moreira, Carlos Soares, Pedro Strecht, 2014, ADMA.

UnFOOT: Unsupervised Football Analytics Tool

João Mendes-Moreira, Cláudio Rebelo de Sá, José Carlos Coutinho, 2019, ECML/PKDD.

An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition

João M. P. Cardoso, Ricardo M. C. Magalhães, João Mendes-Moreira, 2019, IDEAL.

Monitoring a National Open Access Funder Mandate

João Mendes-Moreira, Vasco Vaz, Cátia Laranjeira, 2016, CRIS.

Towards Automatic Generation of Metafeatures

João Mendes-Moreira, Fábio Pinto, Carlos Soares, 2016, PAKDD.

Forecasting Traffic Flow in Big Cities Using Modified Tucker Decomposition

Shalini Priya, Manish Bhanu, Sourav Kumar Dandapat, 2018, ADMA.

Validating the coverage of bus schedules: A Machine Learning approach

João Gama, João Mendes-Moreira, Jorge Freire de Sousa, 2015, Inf. Sci..

Human Activity Recognition by Means of Online Semi-supervised Learning

João Mendes-Moreira, Hugo Louro Cardoso, 2016, 2016 17th IEEE International Conference on Mobile Data Management (MDM).

Churn perdiction in the telecom business

João Mendes-Moreira, Georgina Esteves, João Mendes-Moreira, 2016, 2016 Eleventh International Conference on Digital Information Management (ICDIM).

Online Predictive Model for Taxi Services

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2012, IDA.

Updating a robust optimization model for improving bus schedules

Michael T. M. Emmerich, João Mendes-Moreira, Yassine Baghoussi, 2018, 2018 10th International Conference on Communication Systems & Networks (COMSNETS).

Automatic Switching Between Video and Audio According to User's Context

João M. P. Cardoso, João Mendes-Moreira, Paulo J. S. Ferreira, 2019, EPIA.

On Predicting a Call Center's Workload: A Discretization-Based Approach

Michel Ferreira, João Mendes-Moreira, Luís Moreira-Matias, 2014, ISMIS.

Predicting Age of Onset in TTR-FAP Patients with Genealogical Features

Alípio Mário Jorge, João Mendes-Moreira, Teresa Coelho, 2018, 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS).

Time-evolving O-D matrix estimation using high-speed GPS data streams

Michel Ferreira, João Mendes-Moreira, Luís Damas, 2016, Expert Syst. Appl..

Proceedings of the ECML/PKDD 2015 Discovery Challenges: co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015)

Nicolas Lachiche, Meelis Kull, Adolfo Martínez-Usó, 2015 .

A Comparative Study of Regression and Classification Algorithms for Modelling Students' Academic Performance

Rui Abreu, João Mendes-Moreira, Carlos Soares, 2015, EDM.

Concept Neurons - Handling Drift Issues for Real-Time Industrial Data Mining

João Mendes-Moreira, Luís Moreira-Matias, João Gama, 2016, ECML/PKDD.

An Empirical Methodology to Analyze the Behavior of Bagging

João Mendes-Moreira, Fábio Pinto, Carlos Soares, 2014, ADMA.

Urban Logistics Integrated in a Multimodal Mobility System

João Mendes-Moreira, Jorge Freire de Sousa, João Mendes-Moreira, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

Combining recommendation systems with a dynamic weighted technique

João Mendes-Moreira, Pedro Meneses Henriques, 2016, 2016 Eleventh International Conference on Digital Information Management (ICDIM).

Metalearning For Pruning and Dynamic Integration In Bagging Ensembles

João Mendes-Moreira, Fábio Pinto, Carlos Soares, 2015 .

A Comparative Study of Classification and Regression Algorithms for Modelling Students' Academic Performance.

Rui Abreu, João Mendes-Moreira, Pedro Strecht, 2015, EDM 2015.

Improving SVM-Linear Predictions Using CART for Example Selection

Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, 2006, ISMIS.

Using model-based collaborative filtering techniques to recommend the expected best strategy to defeat a simulated soccer opponent

Luís Paulo Reis, Daniel Castro Silva, João Mendes-Moreira, 2014, Intell. Data Anal..

Instance-Based Stacked Generalization for Transfer Learning

João Mendes-Moreira, Yassine Baghoussi, João Mendes-Moreira, 2018, IDEAL.

Benchmark of Encoders of Nominal Features for Regression

João Mendes-Moreira, Diogo Seca, 2021, WorldCIST.

A Data-Driven Simulator for Assessing Decision-Making in Soccer

Rosaldo J. F. Rossetti, João Mendes-Moreira, Tiago Mendes-Neves, 2021, EPIA.

Transportation Mode Detection from GPS data: A Data Science Benchmark study

João Mendes-Moreira, Ana Aguiar, Akilu Rilwan Muhammad, 2021, 2021 IEEE International Intelligent Transportation Systems Conference (ITSC).

Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning

Carlos Abreu Ferreira, João Mendes-Moreira, Ahmed Fares, 2021, EPIA.

An analysis of Monte Carlo simulations for forecasting software projects

João Pascoal Faria, João Mendes-Moreira, Ahmed Fares, 2021, SAC.

An ensemble of autonomous auto-encoders for human activity recognition

André Carlos Ponce de Leon Ferreira de Carvalho, Mannes Poel, Joost N. Kok, 2021, Neurocomputing.

Inmplode: A framework to interpret multiple related rule‐based models

Carlos Soares, João Mendes-Moreira, Pedro Strecht, 2021, Expert Syst. J. Knowl. Eng..

Semi-supervised learning : predicting activities in Android environment

João Gama, João Mendes-Moreira, João Gama, 2013 .

Bus Bunching Detection : A Sequence Mining Approach

João Mendes-Moreira, Jorge Freire de Sousa, Carlos Ferreira, 2013 .

Evaluating Changes in the Operational Planning of Public Transportation

João Mendes-Moreira, Jorge Freire de Sousa, João Mendes-Moreira, 2014 .

Machine Learning predictive model of grapevine yield based on agroclimatic patterns

João Mendes-Moreira, Mario Cunha, Carlos Ferreira, 2019, Engineering in Agriculture, Environment and Food.